use early stopping

[Tilana]

use dev set to check performance every X steps and stop training when no improvement or even an decrease of the accuracy is measured

[txau]

Accuracy may decrease when coming out of a local minima before reaching the next local minima or the global. Maybe you need to calculate a threshold of decrease before stopping?

…

On Fri, 8 Dec 2017 at 06:19, Tilana ***@***.***> wrote: use dev set to check performance every X steps and stop training when no improvement or even an decrease of the accuracy is measured — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#88>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AAd5Z_1FaZZAkE-gIDnx7gBkk821wkxVks5s-SlSgaJpZM4Q7BJx> .